Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation.
Hamza SaleemAmir ZiashahabiMuhammad NaveedSalman AvestimehrPublished in: Proc. Priv. Enhancing Technol. (2024)
Keyphrases
- privacy preserving
- vertically partitioned data
- secure multi party computation
- lookup table
- machine learning
- scalar product
- multi party
- secure multiparty computation
- horizontally partitioned data
- sensitive data
- privacy preserving data mining
- partitioned data
- homomorphic encryption
- privacy preservation
- user privacy
- private information
- privacy protection
- data privacy
- privacy concerns
- sensitive information
- mapping function
- feature selection
- semi honest
- data mining
- reinforcement learning
- data analysis
- support vector machine
- differential privacy
- fixed point
- data structure